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Analysis and identification of Hammerstein model non-linear delay systems using block-pulse function expansions

 

作者: FAN-CHU KUNG,   DONG-HER SHIH,  

 

期刊: International Journal of Control  (Taylor Available online 1986)
卷期: Volume 43, issue 1  

页码: 139-147

 

ISSN:0020-7179

 

年代: 1986

 

DOI:10.1080/00207178608933454

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

Algorithms for the analysis and identification of non-linear delay systems described by a Hammerstein model, which consists of a single-value non-linearity followed by a linear time-delayed plant, are presented. By using the finite-dimensional block-pulse expansion, the solution of a Hammerstein model non-linear dynamic system with time delay is reduced to the solution of a set of linear algebraic equations. In addition, through the block-pulse expansions of the measured input-output data, parameters of both the linear time-delayed plant and the polynomial approximation of the non-linear gain are estimated using the least-squares method. Examples are given to illustrate the utility of this method.

 

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